29 citations · 32 across the 3 of their papers we have counts for
4 papers · 1 filter
Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers
Jaeyoung Kim, Kyuheon Jung, Dongbin Na +3
For real-world language applications, detecting an out-of-distribution (OOD) sample is helpful to alert users or reject such unreliable samples. However, modern over-parameterized…
A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks
Chanwoo Jeong, Sion Jang, Hyuna Shin +2
With the tremendous growth in the number of scientific papers being published, searching for references while writing a scientific paper is a time-consuming process. A technique th…
Deep Patent Landscaping Model Using Transformer and Graph Embedding
Seokkyu Choi, Hyeonju Lee, Eunjeong Lucy Park +1
Patent landscaping is a method used for searching related patents during a research and development (R&D) project. To avoid the risk of patent infringement and to follow current tr…
Text Classification using Capsules
Jaeyoung Kim, Sion Jang, Sungchul Choi +1
This paper presents an empirical exploration of the use of capsule networks for text classification. While it has been shown that capsule networks are effective for image classific…